Dataset statistics
| Number of variables | 36 |
|---|---|
| Number of observations | 7024 |
| Missing cells | 148130 |
| Missing cells (%) | 58.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.2 MiB |
| Average record size in memory | 333.6 B |
Variable types
| Numeric | 26 |
|---|---|
| Categorical | 9 |
| Unsupported | 1 |
sofa_coagulation has constant value "0.0" | Constant |
sofa_liver has constant value "0.0" | Constant |
charttime has a high cardinality: 6988 distinct values | High cardinality |
icu_intime has a high cardinality: 1923 distinct values | High cardinality |
vent_start has a high cardinality: 1922 distinct values | High cardinality |
vent_end has a high cardinality: 1918 distinct values | High cardinality |
total_protein has 6930 (98.7%) missing values | Missing |
calcium has 933 (13.3%) missing values | Missing |
creatinine has 261 (3.7%) missing values | Missing |
glucose has 444 (6.3%) missing values | Missing |
sodium has 214 (3.0%) missing values | Missing |
chloride has 241 (3.4%) missing values | Missing |
heart_rate has 6833 (97.3%) missing values | Missing |
sbp has 6895 (98.2%) missing values | Missing |
dbp has 6895 (98.2%) missing values | Missing |
mbp has 6887 (98.0%) missing values | Missing |
resp_rate has 6832 (97.3%) missing values | Missing |
temperature has 6974 (99.3%) missing values | Missing |
hemoglobin has 1179 (16.8%) missing values | Missing |
wbc has 1207 (17.2%) missing values | Missing |
alt has 3964 (56.4%) missing values | Missing |
ast has 3936 (56.0%) missing values | Missing |
alp has 3976 (56.6%) missing values | Missing |
bilirubin_total has 3957 (56.3%) missing values | Missing |
bilirubin_direct has 6808 (96.9%) missing values | Missing |
bilirubin_indirect has 6812 (97.0%) missing values | Missing |
ph has 7004 (99.7%) missing values | Missing |
lactate has 7012 (99.8%) missing values | Missing |
pt has 3068 (43.7%) missing values | Missing |
urineoutput has 6942 (98.8%) missing values | Missing |
sofa_respiration has 7005 (99.7%) missing values | Missing |
sofa_coagulation has 7023 (> 99.9%) missing values | Missing |
sofa_liver has 7023 (> 99.9%) missing values | Missing |
sofa_cardiovascular has 6872 (97.8%) missing values | Missing |
sofa_cns has 6979 (99.4%) missing values | Missing |
sofa_renal has 7024 (100.0%) missing values | Missing |
charttime is uniformly distributed | Uniform |
sofa_renal is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2023-03-22 07:37:25.294624 |
|---|---|
| Analysis finished | 2023-03-22 07:38:05.541861 |
| Duration | 40.25 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
stay_id
Real number (ℝ)
| Distinct | 1923 |
|---|---|
| Distinct (%) | 27.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34978923 |
| Minimum | 30004144 |
|---|---|
| Maximum | 39992167 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 30004144 |
|---|---|
| 5-th percentile | 30515259 |
| Q1 | 32550702 |
| median | 34969901 |
| Q3 | 37460808 |
| 95-th percentile | 39559375 |
| Maximum | 39992167 |
| Range | 9988023 |
| Interquartile range (IQR) | 4910106 |
Descriptive statistics
| Standard deviation | 2832324.6 |
|---|---|
| Coefficient of variation (CV) | 0.080972323 |
| Kurtosis | -1.1604944 |
| Mean | 34978923 |
| Median Absolute Deviation (MAD) | 2466923 |
| Skewness | 3.0447661 × 10-5 |
| Sum | 2.4569195 × 1011 |
| Variance | 8.0220628 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37607624 | 196 | 2.8% |
| 30515259 | 133 | 1.9% |
| 33572547 | 93 | 1.3% |
| 34776632 | 82 | 1.2% |
| 36606626 | 62 | 0.9% |
| 39598576 | 61 | 0.9% |
| 34231127 | 49 | 0.7% |
| 31986541 | 46 | 0.7% |
| 36981368 | 44 | 0.6% |
| 31526530 | 41 | 0.6% |
| Other values (1913) | 6217 |
| Value | Count | Frequency (%) |
| 30004144 | 2 | < 0.1% |
| 30005366 | 1 | < 0.1% |
| 30006983 | 2 | < 0.1% |
| 30023204 | 3 | < 0.1% |
| 30031418 | 1 | < 0.1% |
| 30033048 | 1 | < 0.1% |
| 30034749 | 8 | |
| 30037986 | 3 | < 0.1% |
| 30045078 | 19 | |
| 30045159 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 39992167 | 2 | |
| 39986206 | 2 | |
| 39985110 | 3 | |
| 39982332 | 1 | < 0.1% |
| 39977971 | 4 | |
| 39972274 | 2 | |
| 39969519 | 3 | |
| 39969229 | 1 | < 0.1% |
| 39964899 | 2 | |
| 39961682 | 3 |
charttime
Categorical
HIGH CARDINALITY  UNIFORM 
| Distinct | 6988 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 109.8 KiB |
| 2120-04-18 06:04:00.000 | 16 |
|---|---|
| 2171-03-31 00:56:00.000 | 8 |
| 2181-08-08 19:53:00.000 | 2 |
| 2149-01-07 05:40:00.000 | 2 |
| 2135-05-10 03:34:00.000 | 2 |
| Other values (6983) |
Length
| Max length | 23 |
|---|---|
| Median length | 23 |
| Mean length | 23 |
| Min length | 23 |
Characters and Unicode
| Total characters | 161552 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 6972 ? |
|---|---|
| Unique (%) | 99.3% |
Sample
| 1st row | 2148-12-27 18:15:00.000 |
|---|---|
| 2nd row | 2148-12-24 16:25:00.000 |
| 3rd row | 2148-12-25 09:12:00.000 |
| 4th row | 2149-01-01 17:37:00.000 |
| 5th row | 2148-12-27 08:40:00.000 |
Common Values
| Value | Count | Frequency (%) |
| 2120-04-18 06:04:00.000 | 16 | 0.2% |
| 2171-03-31 00:56:00.000 | 8 | 0.1% |
| 2181-08-08 19:53:00.000 | 2 | < 0.1% |
| 2149-01-07 05:40:00.000 | 2 | < 0.1% |
| 2135-05-10 03:34:00.000 | 2 | < 0.1% |
| 2147-12-30 03:57:00.000 | 2 | < 0.1% |
| 2144-04-26 01:49:00.000 | 2 | < 0.1% |
| 2166-07-25 02:08:00.000 | 2 | < 0.1% |
| 2192-10-17 04:53:00.000 | 2 | < 0.1% |
| 2169-12-02 08:30:00.000 | 2 | < 0.1% |
| Other values (6978) | 6984 |
Length
| Value | Count | Frequency (%) |
| 00:00:00.000 | 280 | 2.0% |
| 06:00:00.000 | 78 | 0.6% |
| 05:30:00.000 | 57 | 0.4% |
| 06:30:00.000 | 52 | 0.4% |
| 05:00:00.000 | 50 | 0.4% |
| 07:00:00.000 | 50 | 0.4% |
| 06:15:00.000 | 49 | 0.3% |
| 06:10:00.000 | 41 | 0.3% |
| 06:05:00.000 | 40 | 0.3% |
| 05:40:00.000 | 38 | 0.3% |
| Other values (6155) | 13313 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 53614 | |
| 1 | 18544 | 11.5% |
| 2 | 15670 | 9.7% |
| - | 14048 | 8.7% |
| : | 14048 | 8.7% |
| 7024 | 4.3% | |
| . | 7024 | 4.3% |
| 5 | 6017 | 3.7% |
| 3 | 5419 | 3.4% |
| 4 | 5184 | 3.2% |
| Other values (4) | 14960 | 9.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 119408 | |
| Other Punctuation | 21072 | 13.0% |
| Dash Punctuation | 14048 | 8.7% |
| Space Separator | 7024 | 4.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 53614 | |
| 1 | 18544 | 15.5% |
| 2 | 15670 | 13.1% |
| 5 | 6017 | 5.0% |
| 3 | 5419 | 4.5% |
| 4 | 5184 | 4.3% |
| 8 | 3868 | 3.2% |
| 6 | 3848 | 3.2% |
| 7 | 3824 | 3.2% |
| 9 | 3420 | 2.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 14048 | |
| . | 7024 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 14048 |
Space Separator
| Value | Count | Frequency (%) |
| 7024 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 161552 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 53614 | |
| 1 | 18544 | 11.5% |
| 2 | 15670 | 9.7% |
| - | 14048 | 8.7% |
| : | 14048 | 8.7% |
| 7024 | 4.3% | |
| . | 7024 | 4.3% |
| 5 | 6017 | 3.7% |
| 3 | 5419 | 3.4% |
| 4 | 5184 | 3.2% |
| Other values (4) | 14960 | 9.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 161552 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 53614 | |
| 1 | 18544 | 11.5% |
| 2 | 15670 | 9.7% |
| - | 14048 | 8.7% |
| : | 14048 | 8.7% |
| 7024 | 4.3% | |
| . | 7024 | 4.3% |
| 5 | 6017 | 3.7% |
| 3 | 5419 | 3.4% |
| 4 | 5184 | 3.2% |
| Other values (4) | 14960 | 9.3% |
total_protein
Real number (ℝ)
| Distinct | 37 |
|---|---|
| Distinct (%) | 39.4% |
| Missing | 6930 |
| Missing (%) | 98.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0404255 |
| Minimum | 3.2 |
|---|---|
| Maximum | 10.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 3.2 |
|---|---|
| 5-th percentile | 4.43 |
| Q1 | 5.4 |
| median | 6 |
| Q3 | 6.6 |
| 95-th percentile | 7.535 |
| Maximum | 10.2 |
| Range | 7 |
| Interquartile range (IQR) | 1.2 |
Descriptive statistics
| Standard deviation | 1.1043725 |
|---|---|
| Coefficient of variation (CV) | 0.18283024 |
| Kurtosis | 2.4174225 |
| Mean | 6.0404255 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 0.69189225 |
| Sum | 567.8 |
| Variance | 1.2196385 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.9 | 8 | 0.1% |
| 6.2 | 7 | 0.1% |
| 5.6 | 6 | 0.1% |
| 5.4 | 5 | 0.1% |
| 6.4 | 4 | 0.1% |
| 5.7 | 4 | 0.1% |
| 6 | 4 | 0.1% |
| 6.1 | 4 | 0.1% |
| 6.7 | 3 | < 0.1% |
| 7.4 | 3 | < 0.1% |
| Other values (27) | 46 | 0.7% |
| (Missing) | 6930 |
| Value | Count | Frequency (%) |
| 3.2 | 1 | < 0.1% |
| 3.9 | 2 | |
| 4.1 | 1 | < 0.1% |
| 4.3 | 1 | < 0.1% |
| 4.5 | 1 | < 0.1% |
| 4.6 | 3 | |
| 4.7 | 2 | |
| 4.8 | 1 | < 0.1% |
| 4.9 | 1 | < 0.1% |
| 5 | 3 |
| Value | Count | Frequency (%) |
| 10.2 | 1 | < 0.1% |
| 9.5 | 1 | < 0.1% |
| 8.9 | 1 | < 0.1% |
| 7.6 | 2 | |
| 7.5 | 1 | < 0.1% |
| 7.4 | 3 | |
| 7.3 | 2 | |
| 7.2 | 2 | |
| 7.1 | 1 | < 0.1% |
| 6.9 | 3 |
calcium
Real number (ℝ)
| Distinct | 72 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 933 |
| Missing (%) | 13.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.3896405 |
| Minimum | 4.2 |
|---|---|
| Maximum | 12.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 4.2 |
|---|---|
| 5-th percentile | 7.1 |
| Q1 | 7.9 |
| median | 8.4 |
| Q3 | 8.9 |
| 95-th percentile | 9.7 |
| Maximum | 12.3 |
| Range | 8.1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.82006611 |
|---|---|
| Coefficient of variation (CV) | 0.097747468 |
| Kurtosis | 1.4719158 |
| Mean | 8.3896405 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.12274857 |
| Sum | 51101.3 |
| Variance | 0.67250843 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.6 | 356 | 5.1% |
| 8.5 | 353 | 5.0% |
| 8.4 | 333 | 4.7% |
| 8.3 | 331 | 4.7% |
| 8.2 | 330 | 4.7% |
| 8.1 | 312 | 4.4% |
| 8.7 | 311 | 4.4% |
| 8.8 | 301 | 4.3% |
| 8.9 | 243 | 3.5% |
| 8 | 243 | 3.5% |
| Other values (62) | 2978 | |
| (Missing) | 933 | 13.3% |
| Value | Count | Frequency (%) |
| 4.2 | 1 | < 0.1% |
| 4.3 | 1 | < 0.1% |
| 4.4 | 1 | < 0.1% |
| 5.1 | 1 | < 0.1% |
| 5.2 | 2 | < 0.1% |
| 5.3 | 2 | < 0.1% |
| 5.4 | 3 | < 0.1% |
| 5.5 | 3 | < 0.1% |
| 5.6 | 3 | < 0.1% |
| 5.7 | 10 |
| Value | Count | Frequency (%) |
| 12.3 | 2 | < 0.1% |
| 11.9 | 2 | < 0.1% |
| 11.8 | 2 | < 0.1% |
| 11.6 | 1 | < 0.1% |
| 11.5 | 1 | < 0.1% |
| 11.4 | 3 | |
| 11.3 | 3 | |
| 11.2 | 2 | < 0.1% |
| 11.1 | 2 | < 0.1% |
| 11 | 7 |
creatinine
Real number (ℝ)
| Distinct | 149 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 261 |
| Missing (%) | 3.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6440189 |
| Minimum | 0.1 |
|---|---|
| Maximum | 19.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.8 |
| median | 1.1 |
| Q3 | 1.8 |
| 95-th percentile | 4.7 |
| Maximum | 19.7 |
| Range | 19.6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.839893 |
|---|---|
| Coefficient of variation (CV) | 1.1191435 |
| Kurtosis | 24.260356 |
| Mean | 1.6440189 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 4.2113923 |
| Sum | 11118.5 |
| Variance | 3.3852064 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8 | 593 | 8.4% |
| 0.7 | 562 | 8.0% |
| 0.9 | 516 | 7.3% |
| 1 | 473 | 6.7% |
| 0.6 | 465 | 6.6% |
| 1.1 | 375 | 5.3% |
| 1.2 | 359 | 5.1% |
| 0.5 | 311 | 4.4% |
| 1.3 | 268 | 3.8% |
| 1.4 | 260 | 3.7% |
| Other values (139) | 2581 | |
| (Missing) | 261 | 3.7% |
| Value | Count | Frequency (%) |
| 0.1 | 5 | 0.1% |
| 0.2 | 47 | 0.7% |
| 0.3 | 113 | 1.6% |
| 0.4 | 185 | 2.6% |
| 0.5 | 311 | |
| 0.6 | 465 | |
| 0.7 | 562 | |
| 0.8 | 593 | |
| 0.9 | 516 | |
| 1 | 473 |
| Value | Count | Frequency (%) |
| 19.7 | 1 | |
| 19.5 | 1 | |
| 19.4 | 1 | |
| 18.8 | 1 | |
| 18.7 | 2 | |
| 18.2 | 1 | |
| 17.3 | 1 | |
| 17.2 | 1 | |
| 17.1 | 1 | |
| 16.8 | 1 |
glucose
Real number (ℝ)
| Distinct | 389 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 444 |
| Missing (%) | 6.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 142.28967 |
| Minimum | 30 |
|---|---|
| Maximum | 2970 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 77 |
| Q1 | 102 |
| median | 125 |
| Q3 | 159 |
| 95-th percentile | 261 |
| Maximum | 2970 |
| Range | 2940 |
| Interquartile range (IQR) | 57 |
Descriptive statistics
| Standard deviation | 89.875986 |
|---|---|
| Coefficient of variation (CV) | 0.631641 |
| Kurtosis | 288.86717 |
| Mean | 142.28967 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 12.421852 |
| Sum | 936266 |
| Variance | 8077.6929 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 95 | 93 | 1.3% |
| 103 | 90 | 1.3% |
| 105 | 89 | 1.3% |
| 119 | 82 | 1.2% |
| 98 | 79 | 1.1% |
| 102 | 78 | 1.1% |
| 113 | 78 | 1.1% |
| 101 | 77 | 1.1% |
| 107 | 76 | 1.1% |
| 100 | 75 | 1.1% |
| Other values (379) | 5763 | |
| (Missing) | 444 | 6.3% |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 35 | 4 | |
| 36 | 1 | < 0.1% |
| 37 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 39 | 2 | |
| 40 | 1 | < 0.1% |
| 41 | 2 |
| Value | Count | Frequency (%) |
| 2970 | 1 | |
| 2230 | 1 | |
| 2172 | 1 | |
| 2059 | 1 | |
| 1648 | 1 | |
| 1430 | 1 | |
| 1277 | 1 | |
| 939 | 1 | |
| 805 | 1 | |
| 746 | 1 |
sodium
Real number (ℝ)
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 214 |
| Missing (%) | 3.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.30954 |
| Minimum | 83 |
|---|---|
| Maximum | 185 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 83 |
|---|---|
| 5-th percentile | 128 |
| Q1 | 134 |
| median | 138 |
| Q3 | 141 |
| 95-th percentile | 145 |
| Maximum | 185 |
| Range | 102 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.6383842 |
|---|---|
| Coefficient of variation (CV) | 0.041063308 |
| Kurtosis | 5.7502716 |
| Mean | 137.30954 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.39586924 |
| Sum | 935078 |
| Variance | 31.791376 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 139 | 609 | 8.7% |
| 138 | 580 | 8.3% |
| 137 | 547 | 7.8% |
| 140 | 535 | 7.6% |
| 141 | 501 | 7.1% |
| 136 | 488 | 6.9% |
| 135 | 433 | 6.2% |
| 142 | 397 | 5.7% |
| 134 | 365 | 5.2% |
| 143 | 312 | 4.4% |
| Other values (51) | 2043 |
| Value | Count | Frequency (%) |
| 83 | 1 | < 0.1% |
| 88 | 1 | < 0.1% |
| 106 | 2 | < 0.1% |
| 108 | 2 | < 0.1% |
| 109 | 1 | < 0.1% |
| 111 | 1 | < 0.1% |
| 112 | 1 | < 0.1% |
| 115 | 2 | < 0.1% |
| 116 | 9 | |
| 117 | 6 |
| Value | Count | Frequency (%) |
| 185 | 1 | < 0.1% |
| 179 | 1 | < 0.1% |
| 177 | 1 | < 0.1% |
| 172 | 1 | < 0.1% |
| 170 | 1 | < 0.1% |
| 167 | 1 | < 0.1% |
| 165 | 1 | < 0.1% |
| 164 | 2 | |
| 162 | 1 | < 0.1% |
| 160 | 4 |
chloride
Real number (ℝ)
| Distinct | 63 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 241 |
| Missing (%) | 3.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.06708 |
| Minimum | 62 |
|---|---|
| Maximum | 153 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 62 |
|---|---|
| 5-th percentile | 91 |
| Q1 | 98 |
| median | 102 |
| Q3 | 106 |
| 95-th percentile | 112 |
| Maximum | 153 |
| Range | 91 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.7310081 |
|---|---|
| Coefficient of variation (CV) | 0.065946906 |
| Kurtosis | 2.3296411 |
| Mean | 102.06708 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.015507099 |
| Sum | 692321 |
| Variance | 45.30647 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 103 | 505 | 7.2% |
| 104 | 472 | 6.7% |
| 102 | 457 | 6.5% |
| 101 | 451 | 6.4% |
| 105 | 428 | 6.1% |
| 106 | 395 | 5.6% |
| 100 | 386 | 5.5% |
| 99 | 353 | 5.0% |
| 107 | 311 | 4.4% |
| 98 | 297 | 4.2% |
| Other values (53) | 2728 |
| Value | Count | Frequency (%) |
| 62 | 1 | |
| 69 | 1 | |
| 70 | 2 | |
| 72 | 1 | |
| 73 | 1 | |
| 74 | 1 | |
| 77 | 2 | |
| 78 | 1 | |
| 80 | 2 | |
| 81 | 2 |
| Value | Count | Frequency (%) |
| 153 | 1 | < 0.1% |
| 151 | 1 | < 0.1% |
| 148 | 1 | < 0.1% |
| 137 | 2 | < 0.1% |
| 132 | 2 | < 0.1% |
| 130 | 1 | < 0.1% |
| 129 | 1 | < 0.1% |
| 127 | 2 | < 0.1% |
| 126 | 1 | < 0.1% |
| 125 | 5 |
heart_rate
Real number (ℝ)
| Distinct | 71 |
|---|---|
| Distinct (%) | 37.2% |
| Missing | 6833 |
| Missing (%) | 97.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.565445 |
| Minimum | 48 |
|---|---|
| Maximum | 152 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 76.5 |
| median | 90 |
| Q3 | 106.5 |
| 95-th percentile | 126 |
| Maximum | 152 |
| Range | 104 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 20.303089 |
|---|---|
| Coefficient of variation (CV) | 0.22173309 |
| Kurtosis | -0.24649329 |
| Mean | 91.565445 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.40452526 |
| Sum | 17489 |
| Variance | 412.21543 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 8 | 0.1% |
| 110 | 8 | 0.1% |
| 100 | 7 | 0.1% |
| 97 | 6 | 0.1% |
| 75 | 6 | 0.1% |
| 83 | 6 | 0.1% |
| 67 | 5 | 0.1% |
| 78 | 5 | 0.1% |
| 70 | 5 | 0.1% |
| 82 | 4 | 0.1% |
| Other values (61) | 131 | 1.9% |
| (Missing) | 6833 |
| Value | Count | Frequency (%) |
| 48 | 1 | < 0.1% |
| 54 | 1 | < 0.1% |
| 58 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 61 | 4 | |
| 62 | 4 | |
| 63 | 1 | < 0.1% |
| 64 | 2 | |
| 65 | 4 | |
| 66 | 2 |
| Value | Count | Frequency (%) |
| 152 | 2 | |
| 141 | 1 | < 0.1% |
| 134 | 1 | < 0.1% |
| 133 | 2 | |
| 129 | 1 | < 0.1% |
| 128 | 1 | < 0.1% |
| 126 | 3 | |
| 124 | 1 | < 0.1% |
| 122 | 4 | |
| 120 | 1 | < 0.1% |
sbp
Real number (ℝ)
| Distinct | 70 |
|---|---|
| Distinct (%) | 54.3% |
| Missing | 6895 |
| Missing (%) | 98.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 119.53101 |
| Minimum | 45 |
|---|---|
| Maximum | 167 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 45 |
|---|---|
| 5-th percentile | 86.4 |
| Q1 | 104 |
| median | 119 |
| Q3 | 132 |
| 95-th percentile | 160.2 |
| Maximum | 167 |
| Range | 122 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 22.348251 |
|---|---|
| Coefficient of variation (CV) | 0.18696614 |
| Kurtosis | 0.16446184 |
| Mean | 119.53101 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.025750894 |
| Sum | 15419.5 |
| Variance | 499.44434 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 130 | 4 | 0.1% |
| 95 | 4 | 0.1% |
| 120 | 4 | 0.1% |
| 97 | 4 | 0.1% |
| 132 | 3 | < 0.1% |
| 118 | 3 | < 0.1% |
| 128 | 3 | < 0.1% |
| 104 | 3 | < 0.1% |
| 144 | 3 | < 0.1% |
| 125 | 3 | < 0.1% |
| Other values (60) | 95 | 1.4% |
| (Missing) | 6895 |
| Value | Count | Frequency (%) |
| 45 | 1 | < 0.1% |
| 75 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| 79 | 1 | < 0.1% |
| 82 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 86 | 1 | < 0.1% |
| 87 | 1 | < 0.1% |
| 89 | 1 | < 0.1% |
| 93 | 3 |
| Value | Count | Frequency (%) |
| 167 | 1 | < 0.1% |
| 164 | 1 | < 0.1% |
| 163 | 2 | |
| 162 | 2 | |
| 161 | 1 | < 0.1% |
| 159 | 3 | |
| 158 | 1 | < 0.1% |
| 157 | 1 | < 0.1% |
| 155 | 1 | < 0.1% |
| 152 | 1 | < 0.1% |
dbp
Real number (ℝ)
| Distinct | 56 |
|---|---|
| Distinct (%) | 43.4% |
| Missing | 6895 |
| Missing (%) | 98.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.341085 |
| Minimum | 22 |
|---|---|
| Maximum | 106 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 54 |
| median | 62 |
| Q3 | 72 |
| 95-th percentile | 90.2 |
| Maximum | 106 |
| Range | 84 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 14.976412 |
|---|---|
| Coefficient of variation (CV) | 0.23644072 |
| Kurtosis | 0.31249588 |
| Mean | 63.341085 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.43979599 |
| Sum | 8171 |
| Variance | 224.29291 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 61 | 8 | 0.1% |
| 63 | 6 | 0.1% |
| 62 | 6 | 0.1% |
| 49 | 5 | 0.1% |
| 64 | 5 | 0.1% |
| 60 | 5 | 0.1% |
| 57 | 5 | 0.1% |
| 72 | 4 | 0.1% |
| 69 | 4 | 0.1% |
| 80 | 4 | 0.1% |
| Other values (46) | 77 | 1.1% |
| (Missing) | 6895 |
| Value | Count | Frequency (%) |
| 22 | 1 | < 0.1% |
| 37 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 40 | 2 | |
| 41 | 1 | < 0.1% |
| 42 | 2 | |
| 43 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 45 | 2 | |
| 46 | 3 |
| Value | Count | Frequency (%) |
| 106 | 1 | |
| 103 | 1 | |
| 100 | 1 | |
| 99 | 1 | |
| 92 | 2 | |
| 91 | 1 | |
| 89 | 2 | |
| 88 | 1 | |
| 87 | 1 | |
| 85 | 1 |
mbp
Real number (ℝ)
| Distinct | 54 |
|---|---|
| Distinct (%) | 39.4% |
| Missing | 6887 |
| Missing (%) | 98.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.510949 |
| Minimum | 28 |
|---|---|
| Maximum | 120 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 56 |
| Q1 | 69 |
| median | 78 |
| Q3 | 89 |
| 95-th percentile | 106 |
| Maximum | 120 |
| Range | 92 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 14.968284 |
|---|---|
| Coefficient of variation (CV) | 0.19065218 |
| Kurtosis | 0.6690595 |
| Mean | 78.510949 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.1657727 |
| Sum | 10756 |
| Variance | 224.04951 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 69 | 7 | 0.1% |
| 91 | 7 | 0.1% |
| 73 | 6 | 0.1% |
| 78 | 5 | 0.1% |
| 71 | 5 | 0.1% |
| 82 | 5 | 0.1% |
| 94 | 5 | 0.1% |
| 80 | 5 | 0.1% |
| 89 | 5 | 0.1% |
| 76 | 5 | 0.1% |
| Other values (44) | 82 | 1.2% |
| (Missing) | 6887 |
| Value | Count | Frequency (%) |
| 28 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 55 | 2 | |
| 56 | 4 | |
| 57 | 1 | < 0.1% |
| 58 | 2 | |
| 60 | 2 | |
| 61 | 2 | |
| 62 | 3 |
| Value | Count | Frequency (%) |
| 120 | 1 | < 0.1% |
| 118 | 1 | < 0.1% |
| 115 | 1 | < 0.1% |
| 114 | 1 | < 0.1% |
| 108 | 1 | < 0.1% |
| 106 | 3 | |
| 104 | 1 | < 0.1% |
| 101 | 2 | |
| 97 | 1 | < 0.1% |
| 96 | 1 | < 0.1% |
resp_rate
Real number (ℝ)
| Distinct | 32 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 6832 |
| Missing (%) | 97.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.122396 |
| Minimum | 6 |
|---|---|
| Maximum | 41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 17 |
| median | 20 |
| Q3 | 26 |
| 95-th percentile | 31.45 |
| Maximum | 41 |
| Range | 35 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.2193221 |
|---|---|
| Coefficient of variation (CV) | 0.29444208 |
| Kurtosis | 0.30145378 |
| Mean | 21.122396 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.61437071 |
| Sum | 4055.5 |
| Variance | 38.679967 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 18 | 0.3% |
| 17 | 15 | 0.2% |
| 19 | 13 | 0.2% |
| 27 | 12 | 0.2% |
| 21 | 12 | 0.2% |
| 13 | 11 | 0.2% |
| 18 | 11 | 0.2% |
| 26 | 11 | 0.2% |
| 15 | 10 | 0.1% |
| 16 | 10 | 0.1% |
| Other values (22) | 69 | 1.0% |
| (Missing) | 6832 |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 12 | 7 | |
| 13 | 11 | |
| 14 | 6 | 0.1% |
| 15 | 10 | |
| 16 | 10 | |
| 17 | 15 | |
| 18 | 11 | |
| 19 | 13 |
| Value | Count | Frequency (%) |
| 41 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 37 | 2 | |
| 36 | 1 | < 0.1% |
| 35 | 2 | |
| 33 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| 31 | 2 | |
| 30 | 4 |
temperature
Real number (ℝ)
| Distinct | 23 |
|---|---|
| Distinct (%) | 46.0% |
| Missing | 6974 |
| Missing (%) | 99.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.8856 |
| Minimum | 35.83 |
|---|---|
| Maximum | 37.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 35.83 |
|---|---|
| 5-th percentile | 36.3025 |
| Q1 | 36.67 |
| median | 36.83 |
| Q3 | 37.11 |
| 95-th percentile | 37.6205 |
| Maximum | 37.94 |
| Range | 2.11 |
| Interquartile range (IQR) | 0.44 |
Descriptive statistics
| Standard deviation | 0.41958755 |
|---|---|
| Coefficient of variation (CV) | 0.011375376 |
| Kurtosis | 0.23801665 |
| Mean | 36.8856 |
| Median Absolute Deviation (MAD) | 0.255 |
| Skewness | 0.2571201 |
| Sum | 1844.28 |
| Variance | 0.17605371 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.72 | 5 | 0.1% |
| 36.83 | 4 | 0.1% |
| 37.11 | 4 | 0.1% |
| 36.67 | 4 | 0.1% |
| 36.89 | 3 | < 0.1% |
| 36.61 | 3 | < 0.1% |
| 36.44 | 3 | < 0.1% |
| 37.67 | 2 | < 0.1% |
| 37.56 | 2 | < 0.1% |
| 37.28 | 2 | < 0.1% |
| Other values (13) | 18 | 0.3% |
| (Missing) | 6974 |
| Value | Count | Frequency (%) |
| 35.83 | 1 | < 0.1% |
| 36.28 | 2 | < 0.1% |
| 36.33 | 2 | < 0.1% |
| 36.39 | 1 | < 0.1% |
| 36.44 | 3 | |
| 36.61 | 3 | |
| 36.67 | 4 | |
| 36.72 | 5 | |
| 36.78 | 2 | < 0.1% |
| 36.83 | 4 |
| Value | Count | Frequency (%) |
| 37.94 | 1 | < 0.1% |
| 37.67 | 2 | |
| 37.56 | 2 | |
| 37.5 | 1 | < 0.1% |
| 37.39 | 1 | < 0.1% |
| 37.28 | 2 | |
| 37.2 | 2 | |
| 37.17 | 1 | < 0.1% |
| 37.11 | 4 | |
| 37.06 | 1 | < 0.1% |
hemoglobin
Real number (ℝ)
| Distinct | 133 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 1179 |
| Missing (%) | 16.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.043353 |
| Minimum | 3.9 |
|---|---|
| Maximum | 18.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 3.9 |
|---|---|
| 5-th percentile | 7.1 |
| Q1 | 8.4 |
| median | 9.8 |
| Q3 | 11.4 |
| 95-th percentile | 14.08 |
| Maximum | 18.4 |
| Range | 14.5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.1775728 |
|---|---|
| Coefficient of variation (CV) | 0.2168173 |
| Kurtosis | 0.111423 |
| Mean | 10.043353 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 0.61470247 |
| Sum | 58703.4 |
| Variance | 4.7418231 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 126 | 1.8% |
| 8.3 | 122 | 1.7% |
| 7.9 | 117 | 1.7% |
| 9.1 | 112 | 1.6% |
| 8.4 | 111 | 1.6% |
| 7.8 | 109 | 1.6% |
| 8.8 | 108 | 1.5% |
| 9.6 | 108 | 1.5% |
| 9.9 | 107 | 1.5% |
| 8.7 | 105 | 1.5% |
| Other values (123) | 4720 | |
| (Missing) | 1179 | 16.8% |
| Value | Count | Frequency (%) |
| 3.9 | 1 | < 0.1% |
| 4.1 | 1 | < 0.1% |
| 4.2 | 3 | |
| 4.3 | 1 | < 0.1% |
| 5.2 | 3 | |
| 5.3 | 4 | |
| 5.4 | 1 | < 0.1% |
| 5.5 | 1 | < 0.1% |
| 5.6 | 3 | |
| 5.7 | 2 |
| Value | Count | Frequency (%) |
| 18.4 | 1 | |
| 18.3 | 1 | |
| 18.1 | 2 | |
| 18 | 1 | |
| 17.9 | 1 | |
| 17.7 | 2 | |
| 17.6 | 2 | |
| 17.5 | 2 | |
| 17.4 | 1 | |
| 17.3 | 1 |
wbc
Real number (ℝ)
| Distinct | 402 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 1207 |
| Missing (%) | 17.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.97313 |
| Minimum | 0.1 |
|---|---|
| Maximum | 125.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 1.9 |
| Q1 | 5.9 |
| median | 9.4 |
| Q3 | 14.2 |
| 95-th percentile | 24.4 |
| Maximum | 125.2 |
| Range | 125.1 |
| Interquartile range (IQR) | 8.3 |
Descriptive statistics
| Standard deviation | 8.2288066 |
|---|---|
| Coefficient of variation (CV) | 0.74990511 |
| Kurtosis | 23.395371 |
| Mean | 10.97313 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 3.2001918 |
| Sum | 63830.7 |
| Variance | 67.713258 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 80 | 1.1% |
| 7.8 | 66 | 0.9% |
| 9.5 | 61 | 0.9% |
| 8.5 | 57 | 0.8% |
| 8.2 | 52 | 0.7% |
| 7.9 | 52 | 0.7% |
| 0.2 | 51 | 0.7% |
| 9.3 | 51 | 0.7% |
| 10.8 | 50 | 0.7% |
| 9.9 | 50 | 0.7% |
| Other values (392) | 5247 | |
| (Missing) | 1207 | 17.2% |
| Value | Count | Frequency (%) |
| 0.1 | 80 | |
| 0.2 | 51 | |
| 0.3 | 25 | 0.4% |
| 0.4 | 22 | 0.3% |
| 0.5 | 13 | 0.2% |
| 0.6 | 9 | 0.1% |
| 0.7 | 5 | 0.1% |
| 0.8 | 4 | 0.1% |
| 0.9 | 8 | 0.1% |
| 1 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 125.2 | 1 | |
| 98.3 | 1 | |
| 96.3 | 1 | |
| 95.6 | 1 | |
| 95.1 | 1 | |
| 92.3 | 1 | |
| 83.9 | 1 | |
| 81.7 | 1 | |
| 76.8 | 1 | |
| 71.5 | 1 |
alt
Real number (ℝ)
| Distinct | 446 |
|---|---|
| Distinct (%) | 14.6% |
| Missing | 3964 |
| Missing (%) | 56.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 161.85915 |
| Minimum | 1 |
|---|---|
| Maximum | 15018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 17 |
| median | 30 |
| Q3 | 62 |
| 95-th percentile | 485.1 |
| Maximum | 15018 |
| Range | 15017 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 752.89883 |
|---|---|
| Coefficient of variation (CV) | 4.6515679 |
| Kurtosis | 153.27839 |
| Mean | 161.85915 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 10.896225 |
| Sum | 495289 |
| Variance | 566856.65 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 91 | 1.3% |
| 16 | 88 | 1.3% |
| 13 | 81 | 1.2% |
| 18 | 80 | 1.1% |
| 15 | 75 | 1.1% |
| 10 | 72 | 1.0% |
| 12 | 71 | 1.0% |
| 25 | 71 | 1.0% |
| 20 | 67 | 1.0% |
| 22 | 67 | 1.0% |
| Other values (436) | 2297 | |
| (Missing) | 3964 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 4 | 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 4 | 0.1% |
| 5 | 13 | 0.2% |
| 6 | 25 | 0.4% |
| 7 | 38 | |
| 8 | 35 | |
| 9 | 50 | |
| 10 | 72 |
| Value | Count | Frequency (%) |
| 15018 | 1 | |
| 14795 | 1 | |
| 12576 | 1 | |
| 7767 | 1 | |
| 7695 | 1 | |
| 7677 | 1 | |
| 6815 | 1 | |
| 6799 | 1 | |
| 6780 | 1 | |
| 6701 | 1 |
ast
Real number (ℝ)
| Distinct | 508 |
|---|---|
| Distinct (%) | 16.5% |
| Missing | 3936 |
| Missing (%) | 56.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 243.88277 |
| Minimum | 5 |
|---|---|
| Maximum | 28275 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 22 |
| median | 42 |
| Q3 | 95 |
| 95-th percentile | 727.15 |
| Maximum | 28275 |
| Range | 28270 |
| Interquartile range (IQR) | 73 |
Descriptive statistics
| Standard deviation | 1216.5274 |
|---|---|
| Coefficient of variation (CV) | 4.9881647 |
| Kurtosis | 185.14566 |
| Mean | 243.88277 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 11.891535 |
| Sum | 753110 |
| Variance | 1479939 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 84 | 1.2% |
| 16 | 74 | 1.1% |
| 21 | 73 | 1.0% |
| 17 | 67 | 1.0% |
| 18 | 66 | 0.9% |
| 23 | 64 | 0.9% |
| 22 | 61 | 0.9% |
| 14 | 60 | 0.9% |
| 24 | 58 | 0.8% |
| 13 | 55 | 0.8% |
| Other values (498) | 2426 | |
| (Missing) | 3936 |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 6 | 5 | 0.1% |
| 7 | 7 | 0.1% |
| 8 | 18 | 0.3% |
| 9 | 20 | 0.3% |
| 10 | 21 | 0.3% |
| 11 | 40 | |
| 12 | 46 | |
| 13 | 55 | |
| 14 | 60 |
| Value | Count | Frequency (%) |
| 28275 | 1 | |
| 22140 | 1 | |
| 18970 | 1 | |
| 15108 | 1 | |
| 14725 | 1 | |
| 14370 | 1 | |
| 14082 | 1 | |
| 12350 | 1 | |
| 11955 | 1 | |
| 11016 | 1 |
alp
Real number (ℝ)
| Distinct | 434 |
|---|---|
| Distinct (%) | 14.2% |
| Missing | 3976 |
| Missing (%) | 56.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 131.93373 |
| Minimum | 7 |
|---|---|
| Maximum | 1185 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 65 |
| median | 92 |
| Q3 | 149 |
| 95-th percentile | 368 |
| Maximum | 1185 |
| Range | 1178 |
| Interquartile range (IQR) | 84 |
Descriptive statistics
| Standard deviation | 123.0886 |
|---|---|
| Coefficient of variation (CV) | 0.93295779 |
| Kurtosis | 16.824376 |
| Mean | 131.93373 |
| Median Absolute Deviation (MAD) | 34 |
| Skewness | 3.4832105 |
| Sum | 402134 |
| Variance | 15150.803 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 66 | 45 | 0.6% |
| 68 | 38 | 0.5% |
| 55 | 37 | 0.5% |
| 83 | 36 | 0.5% |
| 64 | 36 | 0.5% |
| 63 | 36 | 0.5% |
| 67 | 36 | 0.5% |
| 84 | 34 | 0.5% |
| 59 | 34 | 0.5% |
| 90 | 34 | 0.5% |
| Other values (424) | 2682 | |
| (Missing) | 3976 |
| Value | Count | Frequency (%) |
| 7 | 1 | |
| 8 | 1 | |
| 14 | 1 | |
| 15 | 1 | |
| 16 | 1 | |
| 20 | 2 | |
| 21 | 1 | |
| 23 | 1 | |
| 24 | 1 | |
| 25 | 1 |
| Value | Count | Frequency (%) |
| 1185 | 1 | |
| 1183 | 1 | |
| 1115 | 1 | |
| 1093 | 1 | |
| 1064 | 1 | |
| 1046 | 1 | |
| 951 | 1 | |
| 922 | 1 | |
| 919 | 1 | |
| 908 | 1 |
bilirubin_total
Real number (ℝ)
| Distinct | 309 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 3957 |
| Missing (%) | 56.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2487447 |
| Minimum | 0.1 |
|---|---|
| Maximum | 52.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.5 |
| median | 1 |
| Q3 | 3.6 |
| 95-th percentile | 23.27 |
| Maximum | 52.6 |
| Range | 52.5 |
| Interquartile range (IQR) | 3.1 |
Descriptive statistics
| Standard deviation | 7.8080562 |
|---|---|
| Coefficient of variation (CV) | 1.8377325 |
| Kurtosis | 9.3783226 |
| Mean | 4.2487447 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 2.9810442 |
| Sum | 13030.9 |
| Variance | 60.965741 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4 | 267 | 3.8% |
| 0.5 | 250 | 3.6% |
| 0.3 | 240 | 3.4% |
| 0.7 | 168 | 2.4% |
| 0.6 | 167 | 2.4% |
| 0.2 | 149 | 2.1% |
| 0.8 | 112 | 1.6% |
| 0.9 | 110 | 1.6% |
| 1 | 93 | 1.3% |
| 1.1 | 81 | 1.2% |
| Other values (299) | 1430 | 20.4% |
| (Missing) | 3957 |
| Value | Count | Frequency (%) |
| 0.1 | 20 | 0.3% |
| 0.2 | 149 | |
| 0.3 | 240 | |
| 0.4 | 267 | |
| 0.5 | 250 | |
| 0.6 | 167 | |
| 0.7 | 168 | |
| 0.8 | 112 | |
| 0.9 | 110 | |
| 1 | 93 | 1.3% |
| Value | Count | Frequency (%) |
| 52.6 | 1 | |
| 52.5 | 1 | |
| 51.4 | 1 | |
| 48.8 | 1 | |
| 48.3 | 1 | |
| 48.1 | 1 | |
| 47 | 1 | |
| 46.5 | 1 | |
| 46.4 | 2 | |
| 45.5 | 1 |
bilirubin_direct
Real number (ℝ)
| Distinct | 90 |
|---|---|
| Distinct (%) | 41.7% |
| Missing | 6808 |
| Missing (%) | 96.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1453704 |
| Minimum | 0.1 |
|---|---|
| Maximum | 24.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 1.075 |
| median | 2.65 |
| Q3 | 5.925 |
| 95-th percentile | 14.5 |
| Maximum | 24.9 |
| Range | 24.8 |
| Interquartile range (IQR) | 4.85 |
Descriptive statistics
| Standard deviation | 4.5372235 |
|---|---|
| Coefficient of variation (CV) | 1.0945279 |
| Kurtosis | 3.9372989 |
| Mean | 4.1453704 |
| Median Absolute Deviation (MAD) | 1.95 |
| Skewness | 1.9100379 |
| Sum | 895.4 |
| Variance | 20.586397 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2 | 10 | 0.1% |
| 1.2 | 8 | 0.1% |
| 0.3 | 8 | 0.1% |
| 0.6 | 7 | 0.1% |
| 0.4 | 6 | 0.1% |
| 1.6 | 6 | 0.1% |
| 1.3 | 6 | 0.1% |
| 2.7 | 6 | 0.1% |
| 0.5 | 5 | 0.1% |
| 0.9 | 5 | 0.1% |
| Other values (80) | 149 | 2.1% |
| (Missing) | 6808 |
| Value | Count | Frequency (%) |
| 0.1 | 4 | 0.1% |
| 0.2 | 10 | |
| 0.3 | 8 | |
| 0.4 | 6 | |
| 0.5 | 5 | |
| 0.6 | 7 | |
| 0.7 | 4 | 0.1% |
| 0.8 | 3 | < 0.1% |
| 0.9 | 5 | |
| 1 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 24.9 | 1 | < 0.1% |
| 21.9 | 1 | < 0.1% |
| 20.1 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 17.8 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15.8 | 1 | < 0.1% |
| 15 | 3 | |
| 14.8 | 1 | < 0.1% |
| 14.4 | 1 | < 0.1% |
bilirubin_indirect
Real number (ℝ)
| Distinct | 66 |
|---|---|
| Distinct (%) | 31.1% |
| Missing | 6812 |
| Missing (%) | 97.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3490566 |
| Minimum | 0.1 |
|---|---|
| Maximum | 17.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.7 |
| median | 1.4 |
| Q3 | 3.1 |
| 95-th percentile | 7.635 |
| Maximum | 17.1 |
| Range | 17 |
| Interquartile range (IQR) | 2.4 |
Descriptive statistics
| Standard deviation | 2.5580556 |
|---|---|
| Coefficient of variation (CV) | 1.0889715 |
| Kurtosis | 6.2801194 |
| Mean | 2.3490566 |
| Median Absolute Deviation (MAD) | 0.9 |
| Skewness | 2.1606367 |
| Sum | 498 |
| Variance | 6.5436484 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7 | 15 | 0.2% |
| 0.4 | 10 | 0.1% |
| 0.6 | 10 | 0.1% |
| 1 | 10 | 0.1% |
| 0.8 | 9 | 0.1% |
| 0.3 | 8 | 0.1% |
| 0.9 | 8 | 0.1% |
| 0.2 | 8 | 0.1% |
| 1.5 | 8 | 0.1% |
| 1.9 | 7 | 0.1% |
| Other values (56) | 119 | 1.7% |
| (Missing) | 6812 |
| Value | Count | Frequency (%) |
| 0.1 | 7 | |
| 0.2 | 8 | |
| 0.3 | 8 | |
| 0.4 | 10 | |
| 0.5 | 3 | < 0.1% |
| 0.6 | 10 | |
| 0.7 | 15 | |
| 0.8 | 9 | |
| 0.9 | 8 | |
| 1 | 10 |
| Value | Count | Frequency (%) |
| 17.1 | 1 | |
| 12.8 | 1 | |
| 9.9 | 1 | |
| 9.6 | 1 | |
| 9.4 | 1 | |
| 8.8 | 1 | |
| 8.7 | 2 | |
| 8 | 1 | |
| 7.8 | 2 | |
| 7.5 | 1 |
ph
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 7004 |
| Missing (%) | 99.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.358 |
| Minimum | 7.09 |
|---|---|
| Maximum | 7.48 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 7.09 |
|---|---|
| 5-th percentile | 7.2325 |
| Q1 | 7.3175 |
| median | 7.355 |
| Q3 | 7.4 |
| 95-th percentile | 7.48 |
| Maximum | 7.48 |
| Range | 0.39 |
| Interquartile range (IQR) | 0.0825 |
Descriptive statistics
| Standard deviation | 0.091110113 |
|---|---|
| Coefficient of variation (CV) | 0.012382456 |
| Kurtosis | 2.8457863 |
| Mean | 7.358 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | -1.1746416 |
| Sum | 147.16 |
| Variance | 0.0083010526 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.39 | 4 | 0.1% |
| 7.35 | 2 | < 0.1% |
| 7.31 | 2 | < 0.1% |
| 7.48 | 2 | < 0.1% |
| 7.36 | 1 | < 0.1% |
| 7.29 | 1 | < 0.1% |
| 7.34 | 1 | < 0.1% |
| 7.32 | 1 | < 0.1% |
| 7.45 | 1 | < 0.1% |
| 7.43 | 1 | < 0.1% |
| Other values (4) | 4 | 0.1% |
| (Missing) | 7004 |
| Value | Count | Frequency (%) |
| 7.09 | 1 | < 0.1% |
| 7.24 | 1 | < 0.1% |
| 7.29 | 1 | < 0.1% |
| 7.31 | 2 | |
| 7.32 | 1 | < 0.1% |
| 7.33 | 1 | < 0.1% |
| 7.34 | 1 | < 0.1% |
| 7.35 | 2 | |
| 7.36 | 1 | < 0.1% |
| 7.39 | 4 |
| Value | Count | Frequency (%) |
| 7.48 | 2 | |
| 7.47 | 1 | < 0.1% |
| 7.45 | 1 | < 0.1% |
| 7.43 | 1 | < 0.1% |
| 7.39 | 4 | |
| 7.36 | 1 | < 0.1% |
| 7.35 | 2 | |
| 7.34 | 1 | < 0.1% |
| 7.33 | 1 | < 0.1% |
| 7.32 | 1 | < 0.1% |
lactate
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 7012 |
| Missing (%) | 99.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8416667 |
| Minimum | 1 |
|---|---|
| Maximum | 12.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.055 |
| Q1 | 1.275 |
| median | 1.85 |
| Q3 | 3 |
| 95-th percentile | 7.645 |
| Maximum | 12.1 |
| Range | 11.1 |
| Interquartile range (IQR) | 1.725 |
Descriptive statistics
| Standard deviation | 3.0654848 |
|---|---|
| Coefficient of variation (CV) | 1.078763 |
| Kurtosis | 9.1523405 |
| Mean | 2.8416667 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 2.9169347 |
| Sum | 34.1 |
| Variance | 9.397197 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.1 | 1 | < 0.1% |
| 1.9 | 1 | < 0.1% |
| 1.4 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3.3 | 1 | < 0.1% |
| 1.1 | 1 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 2.9 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| (Missing) | 7012 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 1.1 | 1 | |
| 1.2 | 1 | |
| 1.3 | 1 | |
| 1.4 | 1 | |
| 1.8 | 1 | |
| 1.9 | 1 | |
| 2.1 | 1 | |
| 2.9 | 1 | |
| 3.3 | 1 |
| Value | Count | Frequency (%) |
| 12.1 | 1 | |
| 4 | 1 | |
| 3.3 | 1 | |
| 2.9 | 1 | |
| 2.1 | 1 | |
| 1.9 | 1 | |
| 1.8 | 1 | |
| 1.4 | 1 | |
| 1.3 | 1 | |
| 1.2 | 1 |
pt
Real number (ℝ)
| Distinct | 420 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 3068 |
| Missing (%) | 43.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.826567 |
| Minimum | 9.2 |
|---|---|
| Maximum | 150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 9.2 |
|---|---|
| 5-th percentile | 11.1 |
| Q1 | 12.8 |
| median | 14.9 |
| Q3 | 20.4 |
| 95-th percentile | 38.3 |
| Maximum | 150 |
| Range | 140.8 |
| Interquartile range (IQR) | 7.6 |
Descriptive statistics
| Standard deviation | 11.588015 |
|---|---|
| Coefficient of variation (CV) | 0.61551397 |
| Kurtosis | 32.531609 |
| Mean | 18.826567 |
| Median Absolute Deviation (MAD) | 2.8 |
| Skewness | 4.5166391 |
| Sum | 74477.9 |
| Variance | 134.28209 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.7 | 72 | 1.0% |
| 12.8 | 61 | 0.9% |
| 12.3 | 61 | 0.9% |
| 12.9 | 60 | 0.9% |
| 13.2 | 58 | 0.8% |
| 12.5 | 58 | 0.8% |
| 12.7 | 56 | 0.8% |
| 13.4 | 56 | 0.8% |
| 14.2 | 55 | 0.8% |
| 13.1 | 54 | 0.8% |
| Other values (410) | 3365 | |
| (Missing) | 3068 |
| Value | Count | Frequency (%) |
| 9.2 | 1 | < 0.1% |
| 9.3 | 3 | < 0.1% |
| 9.4 | 2 | < 0.1% |
| 9.5 | 4 | |
| 9.6 | 1 | < 0.1% |
| 9.7 | 3 | < 0.1% |
| 9.8 | 7 | |
| 9.9 | 3 | < 0.1% |
| 10 | 8 | |
| 10.1 | 6 |
| Value | Count | Frequency (%) |
| 150 | 2 | < 0.1% |
| 130.9 | 8 | |
| 118 | 1 | < 0.1% |
| 110.8 | 1 | < 0.1% |
| 101.1 | 1 | < 0.1% |
| 96.4 | 1 | < 0.1% |
| 94.6 | 1 | < 0.1% |
| 91.1 | 1 | < 0.1% |
| 85.5 | 1 | < 0.1% |
| 83.6 | 1 | < 0.1% |
urineoutput
Real number (ℝ)
| Distinct | 35 |
|---|---|
| Distinct (%) | 42.7% |
| Missing | 6942 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.573171 |
| Minimum | 10 |
|---|---|
| Maximum | 380 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 15.15 |
| Q1 | 35 |
| median | 60 |
| Q3 | 123.75 |
| 95-th percentile | 219 |
| Maximum | 380 |
| Range | 370 |
| Interquartile range (IQR) | 88.75 |
Descriptive statistics
| Standard deviation | 70.872173 |
|---|---|
| Coefficient of variation (CV) | 0.81863899 |
| Kurtosis | 3.2001711 |
| Mean | 86.573171 |
| Median Absolute Deviation (MAD) | 40 |
| Skewness | 1.6012521 |
| Sum | 7099 |
| Variance | 5022.865 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 8 | 0.1% |
| 60 | 8 | 0.1% |
| 25 | 5 | 0.1% |
| 40 | 5 | 0.1% |
| 30 | 5 | 0.1% |
| 50 | 4 | 0.1% |
| 125 | 4 | 0.1% |
| 20 | 3 | < 0.1% |
| 45 | 3 | < 0.1% |
| 150 | 3 | < 0.1% |
| Other values (25) | 34 | 0.5% |
| (Missing) | 6942 |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 18 | 2 | < 0.1% |
| 20 | 3 | |
| 25 | 5 | |
| 30 | 5 | |
| 35 | 2 | < 0.1% |
| 40 | 5 |
| Value | Count | Frequency (%) |
| 380 | 1 | |
| 275 | 2 | |
| 250 | 1 | |
| 220 | 1 | |
| 200 | 1 | |
| 185 | 1 | |
| 180 | 1 | |
| 175 | 1 | |
| 170 | 1 | |
| 160 | 2 |
sofa_respiration
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 15.8% |
| Missing | 7005 |
| Missing (%) | 99.7% |
| Memory size | 109.8 KiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 57 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 2.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 14 | 0.2% |
| 1.0 | 3 | < 0.1% |
| 0.0 | 2 | < 0.1% |
| (Missing) | 7005 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 14 | |
| 1.0 | 3 | 15.8% |
| 0.0 | 2 | 10.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 21 | |
| . | 19 | |
| 2 | 14 | |
| 1 | 3 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 38 | |
| Other Punctuation | 19 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 21 | |
| 2 | 14 | |
| 1 | 3 | 7.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 19 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 57 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 21 | |
| . | 19 | |
| 2 | 14 | |
| 1 | 3 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 57 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 21 | |
| . | 19 | |
| 2 | 14 | |
| 1 | 3 | 5.3% |
sofa_coagulation
Categorical
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 7023 |
| Missing (%) | > 99.9% |
| Memory size | 109.8 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 0.0 |
|---|
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1 | < 0.1% |
| (Missing) | 7023 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2 | |
| Other Punctuation | 1 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
sofa_liver
Categorical
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 7023 |
| Missing (%) | > 99.9% |
| Memory size | 109.8 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 0.0 |
|---|
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1 | < 0.1% |
| (Missing) | 7023 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2 | |
| Other Punctuation | 1 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2 | |
| . | 1 |
sofa_cardiovascular
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 6872 |
| Missing (%) | 97.8% |
| Memory size | 109.8 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 4.0 | 7 |
| 3.0 | 6 |
| 2.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 456 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 105 | 1.5% |
| 1.0 | 33 | 0.5% |
| 4.0 | 7 | 0.1% |
| 3.0 | 6 | 0.1% |
| 2.0 | 1 | < 0.1% |
| (Missing) | 6872 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 105 | |
| 1.0 | 33 | 21.7% |
| 4.0 | 7 | 4.6% |
| 3.0 | 6 | 3.9% |
| 2.0 | 1 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 257 | |
| . | 152 | |
| 1 | 33 | 7.2% |
| 4 | 7 | 1.5% |
| 3 | 6 | 1.3% |
| 2 | 1 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 304 | |
| Other Punctuation | 152 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 257 | |
| 1 | 33 | 10.9% |
| 4 | 7 | 2.3% |
| 3 | 6 | 2.0% |
| 2 | 1 | 0.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 152 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 456 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 257 | |
| . | 152 | |
| 1 | 33 | 7.2% |
| 4 | 7 | 1.5% |
| 3 | 6 | 1.3% |
| 2 | 1 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 456 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 257 | |
| . | 152 | |
| 1 | 33 | 7.2% |
| 4 | 7 | 1.5% |
| 3 | 6 | 1.3% |
| 2 | 1 | 0.2% |
sofa_cns
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 6979 |
| Missing (%) | 99.4% |
| Memory size | 109.8 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 2 |
| 3.0 | 2 |
| 4.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 135 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 2.2% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 24 | 0.3% |
| 1.0 | 16 | 0.2% |
| 2.0 | 2 | < 0.1% |
| 3.0 | 2 | < 0.1% |
| 4.0 | 1 | < 0.1% |
| (Missing) | 6979 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 24 | |
| 1.0 | 16 | |
| 2.0 | 2 | 4.4% |
| 3.0 | 2 | 4.4% |
| 4.0 | 1 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 69 | |
| . | 45 | |
| 1 | 16 | 11.9% |
| 2 | 2 | 1.5% |
| 3 | 2 | 1.5% |
| 4 | 1 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 90 | |
| Other Punctuation | 45 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 69 | |
| 1 | 16 | 17.8% |
| 2 | 2 | 2.2% |
| 3 | 2 | 2.2% |
| 4 | 1 | 1.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 45 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 135 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 69 | |
| . | 45 | |
| 1 | 16 | 11.9% |
| 2 | 2 | 1.5% |
| 3 | 2 | 1.5% |
| 4 | 1 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 135 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 69 | |
| . | 45 | |
| 1 | 16 | 11.9% |
| 2 | 2 | 1.5% |
| 3 | 2 | 1.5% |
| 4 | 1 | 0.7% |
sofa_renal
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 7024 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 109.8 KiB |
icu_intime
Categorical
| Distinct | 1923 |
|---|---|
| Distinct (%) | 27.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 109.8 KiB |
| 2196-01-29 21:14:38.000 | 196 |
|---|---|
| 2193-01-25 13:54:41.000 | 133 |
| 2134-08-16 11:17:21.000 | 93 |
| 2137-04-27 15:53:55.000 | 82 |
| 2168-12-21 14:04:01.000 | 62 |
| Other values (1918) |
Length
| Max length | 23 |
|---|---|
| Median length | 23 |
| Mean length | 23 |
| Min length | 23 |
Characters and Unicode
| Total characters | 161552 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 619 ? |
|---|---|
| Unique (%) | 8.8% |
Sample
| 1st row | 2149-01-01 16:50:07.000 |
|---|---|
| 2nd row | 2149-01-01 16:50:07.000 |
| 3rd row | 2149-01-01 16:50:07.000 |
| 4th row | 2149-01-01 16:50:07.000 |
| 5th row | 2149-01-01 16:50:07.000 |
Common Values
| Value | Count | Frequency (%) |
| 2196-01-29 21:14:38.000 | 196 | 2.8% |
| 2193-01-25 13:54:41.000 | 133 | 1.9% |
| 2134-08-16 11:17:21.000 | 93 | 1.3% |
| 2137-04-27 15:53:55.000 | 82 | 1.2% |
| 2168-12-21 14:04:01.000 | 62 | 0.9% |
| 2178-10-18 10:30:37.000 | 61 | 0.9% |
| 2124-02-03 06:00:00.000 | 49 | 0.7% |
| 2149-02-01 16:24:38.000 | 46 | 0.7% |
| 2188-02-21 15:01:19.000 | 44 | 0.6% |
| 2168-04-27 16:32:20.000 | 41 | 0.6% |
| Other values (1913) | 6217 |
Length
| Value | Count | Frequency (%) |
| 2196-01-29 | 196 | 1.4% |
| 21:14:38.000 | 196 | 1.4% |
| 2193-01-25 | 133 | 0.9% |
| 13:54:41.000 | 133 | 0.9% |
| 2134-08-16 | 93 | 0.7% |
| 11:17:21.000 | 93 | 0.7% |
| 2137-04-27 | 82 | 0.6% |
| 15:53:55.000 | 82 | 0.6% |
| 2168-12-21 | 62 | 0.4% |
| 14:04:01.000 | 62 | 0.4% |
| Other values (3579) | 12916 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 39211 | |
| 1 | 22726 | |
| 2 | 18324 | |
| - | 14048 | 8.7% |
| : | 14048 | 8.7% |
| 3 | 7275 | 4.5% |
| 7024 | 4.3% | |
| . | 7024 | 4.3% |
| 4 | 6971 | 4.3% |
| 5 | 6493 | 4.0% |
| Other values (4) | 18408 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 119408 | |
| Other Punctuation | 21072 | 13.0% |
| Dash Punctuation | 14048 | 8.7% |
| Space Separator | 7024 | 4.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 39211 | |
| 1 | 22726 | |
| 2 | 18324 | |
| 3 | 7275 | 6.1% |
| 4 | 6971 | 5.8% |
| 5 | 6493 | 5.4% |
| 8 | 5242 | 4.4% |
| 7 | 4515 | 3.8% |
| 9 | 4401 | 3.7% |
| 6 | 4250 | 3.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 14048 | |
| . | 7024 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 14048 |
Space Separator
| Value | Count | Frequency (%) |
| 7024 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 161552 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 39211 | |
| 1 | 22726 | |
| 2 | 18324 | |
| - | 14048 | 8.7% |
| : | 14048 | 8.7% |
| 3 | 7275 | 4.5% |
| 7024 | 4.3% | |
| . | 7024 | 4.3% |
| 4 | 6971 | 4.3% |
| 5 | 6493 | 4.0% |
| Other values (4) | 18408 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 161552 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 39211 | |
| 1 | 22726 | |
| 2 | 18324 | |
| - | 14048 | 8.7% |
| : | 14048 | 8.7% |
| 3 | 7275 | 4.5% |
| 7024 | 4.3% | |
| . | 7024 | 4.3% |
| 4 | 6971 | 4.3% |
| 5 | 6493 | 4.0% |
| Other values (4) | 18408 |
vent_start
Categorical
| Distinct | 1922 |
|---|---|
| Distinct (%) | 27.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 109.8 KiB |
| 1/30/96 11:00 | 196 |
|---|---|
| 1/26/93 12:00 | 133 |
| 8/18/34 20:00 | 93 |
| 4/29/37 13:00 | 82 |
| 12/22/68 12:52 | 62 |
| Other values (1917) |
Length
| Max length | 14 |
|---|---|
| Median length | 13 |
| Mean length | 12.733628 |
| Min length | 11 |
Characters and Unicode
| Total characters | 89441 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 619 ? |
|---|---|
| Unique (%) | 8.8% |
Sample
| 1st row | 1/3/49 18:00 |
|---|---|
| 2nd row | 1/3/49 18:00 |
| 3rd row | 1/3/49 18:00 |
| 4th row | 1/3/49 18:00 |
| 5th row | 1/3/49 18:00 |
Common Values
| Value | Count | Frequency (%) |
| 1/30/96 11:00 | 196 | 2.8% |
| 1/26/93 12:00 | 133 | 1.9% |
| 8/18/34 20:00 | 93 | 1.3% |
| 4/29/37 13:00 | 82 | 1.2% |
| 12/22/68 12:52 | 62 | 0.9% |
| 10/19/78 18:00 | 61 | 0.9% |
| 2/4/24 4:00 | 49 | 0.7% |
| 2/2/49 6:00 | 46 | 0.7% |
| 2/23/88 20:00 | 44 | 0.6% |
| 4/28/68 6:00 | 41 | 0.6% |
| Other values (1912) | 6217 |
Length
| Value | Count | Frequency (%) |
| 11:00 | 443 | 3.2% |
| 12:00 | 394 | 2.8% |
| 13:00 | 391 | 2.8% |
| 20:00 | 383 | 2.7% |
| 18:00 | 367 | 2.6% |
| 15:00 | 312 | 2.2% |
| 16:00 | 282 | 2.0% |
| 17:00 | 272 | 1.9% |
| 14:00 | 238 | 1.7% |
| 4:00 | 230 | 1.6% |
| Other values (2286) | 10736 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14160 | |
| / | 14048 | |
| 1 | 13152 | |
| 2 | 8342 | |
| 7024 | ||
| : | 7024 | |
| 3 | 4617 | 5.2% |
| 8 | 3978 | 4.4% |
| 4 | 3836 | 4.3% |
| 6 | 3514 | 3.9% |
| Other values (3) | 9746 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 61345 | |
| Other Punctuation | 21072 | 23.6% |
| Space Separator | 7024 | 7.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 14160 | |
| 1 | 13152 | |
| 2 | 8342 | |
| 3 | 4617 | 7.5% |
| 8 | 3978 | 6.5% |
| 4 | 3836 | 6.3% |
| 6 | 3514 | 5.7% |
| 5 | 3411 | 5.6% |
| 9 | 3310 | 5.4% |
| 7 | 3025 | 4.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 14048 | |
| : | 7024 |
Space Separator
| Value | Count | Frequency (%) |
| 7024 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 89441 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 14160 | |
| / | 14048 | |
| 1 | 13152 | |
| 2 | 8342 | |
| 7024 | ||
| : | 7024 | |
| 3 | 4617 | 5.2% |
| 8 | 3978 | 4.4% |
| 4 | 3836 | 4.3% |
| 6 | 3514 | 3.9% |
| Other values (3) | 9746 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 89441 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 14160 | |
| / | 14048 | |
| 1 | 13152 | |
| 2 | 8342 | |
| 7024 | ||
| : | 7024 | |
| 3 | 4617 | 5.2% |
| 8 | 3978 | 4.4% |
| 4 | 3836 | 4.3% |
| 6 | 3514 | 3.9% |
| Other values (3) | 9746 |
vent_end
Categorical
| Distinct | 1918 |
|---|---|
| Distinct (%) | 27.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 109.8 KiB |
| 1/30/96 13:00 | 196 |
|---|---|
| 1/26/93 16:00 | 133 |
| 8/19/34 12:00 | 93 |
| 4/30/37 4:00 | 82 |
| 12/26/68 21:00 | 62 |
| Other values (1913) |
Length
| Max length | 14 |
|---|---|
| Median length | 13 |
| Mean length | 12.567483 |
| Min length | 11 |
Characters and Unicode
| Total characters | 88274 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 617 ? |
|---|---|
| Unique (%) | 8.8% |
Sample
| 1st row | 1/3/49 20:00 |
|---|---|
| 2nd row | 1/3/49 20:00 |
| 3rd row | 1/3/49 20:00 |
| 4th row | 1/3/49 20:00 |
| 5th row | 1/3/49 20:00 |
Common Values
| Value | Count | Frequency (%) |
| 1/30/96 13:00 | 196 | 2.8% |
| 1/26/93 16:00 | 133 | 1.9% |
| 8/19/34 12:00 | 93 | 1.3% |
| 4/30/37 4:00 | 82 | 1.2% |
| 12/26/68 21:00 | 62 | 0.9% |
| 10/21/78 16:34 | 61 | 0.9% |
| 2/8/24 15:00 | 49 | 0.7% |
| 2/2/49 6:10 | 46 | 0.7% |
| 2/24/88 7:00 | 44 | 0.6% |
| 2/8/54 12:45 | 41 | 0.6% |
| Other values (1908) | 6217 |
Length
| Value | Count | Frequency (%) |
| 4:00 | 677 | 4.8% |
| 16:00 | 513 | 3.7% |
| 12:00 | 506 | 3.6% |
| 8:00 | 485 | 3.5% |
| 7:00 | 470 | 3.3% |
| 11:00 | 430 | 3.1% |
| 20:00 | 357 | 2.5% |
| 15:00 | 322 | 2.3% |
| 13:00 | 298 | 2.1% |
| 0:00 | 256 | 1.8% |
| Other values (2168) | 9734 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 15478 | |
| / | 14048 | |
| 1 | 11737 | |
| 2 | 7220 | |
| 7024 | ||
| : | 7024 | |
| 3 | 4555 | 5.2% |
| 4 | 4006 | 4.5% |
| 8 | 3948 | 4.5% |
| 6 | 3761 | 4.3% |
| Other values (3) | 9473 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 60178 | |
| Other Punctuation | 21072 | 23.9% |
| Space Separator | 7024 | 8.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 15478 | |
| 1 | 11737 | |
| 2 | 7220 | |
| 3 | 4555 | 7.6% |
| 4 | 4006 | 6.7% |
| 8 | 3948 | 6.6% |
| 6 | 3761 | 6.2% |
| 5 | 3317 | 5.5% |
| 7 | 3311 | 5.5% |
| 9 | 2845 | 4.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 14048 | |
| : | 7024 |
Space Separator
| Value | Count | Frequency (%) |
| 7024 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 88274 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 15478 | |
| / | 14048 | |
| 1 | 11737 | |
| 2 | 7220 | |
| 7024 | ||
| : | 7024 | |
| 3 | 4555 | 5.2% |
| 4 | 4006 | 4.5% |
| 8 | 3948 | 4.5% |
| 6 | 3761 | 4.3% |
| Other values (3) | 9473 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 88274 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 15478 | |
| / | 14048 | |
| 1 | 11737 | |
| 2 | 7220 | |
| 7024 | ||
| : | 7024 | |
| 3 | 4555 | 5.2% |
| 4 | 4006 | 4.5% |
| 8 | 3948 | 4.5% |
| 6 | 3761 | 4.3% |
| Other values (3) | 9473 |
vent_duration
Real number (ℝ)
| Distinct | 859 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.816797 |
| Minimum | 0.016666667 |
|---|---|
| Maximum | 604.16667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 109.8 KiB |
Quantile statistics
| Minimum | 0.016666667 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8.6 |
| median | 18.766667 |
| Q3 | 47.816667 |
| 95-th percentile | 144.88333 |
| Maximum | 604.16667 |
| Range | 604.15 |
| Interquartile range (IQR) | 39.216667 |
Descriptive statistics
| Standard deviation | 56.264793 |
|---|---|
| Coefficient of variation (CV) | 1.4130919 |
| Kurtosis | 18.846432 |
| Mean | 39.816797 |
| Median Absolute Deviation (MAD) | 13.233333 |
| Skewness | 3.5775406 |
| Sum | 279673.18 |
| Variance | 3165.7269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 284 | 4.0% |
| 4 | 215 | 3.1% |
| 15 | 190 | 2.7% |
| 16 | 169 | 2.4% |
| 13 | 147 | 2.1% |
| 18 | 139 | 2.0% |
| 7 | 129 | 1.8% |
| 10 | 105 | 1.5% |
| 8 | 104 | 1.5% |
| 6 | 98 | 1.4% |
| Other values (849) | 5444 |
| Value | Count | Frequency (%) |
| 0.016666667 | 1 | < 0.1% |
| 0.033333333 | 3 | < 0.1% |
| 0.05 | 2 | < 0.1% |
| 0.166666667 | 52 | |
| 0.183333333 | 10 | 0.1% |
| 0.2 | 3 | < 0.1% |
| 0.216666667 | 2 | < 0.1% |
| 0.266666667 | 1 | < 0.1% |
| 0.333333333 | 2 | < 0.1% |
| 0.4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 604.1666667 | 2 | < 0.1% |
| 564 | 2 | < 0.1% |
| 527 | 2 | < 0.1% |
| 520 | 3 | < 0.1% |
| 493 | 2 | < 0.1% |
| 409 | 9 | |
| 405 | 10 | |
| 358.8666667 | 3 | < 0.1% |
| 354 | 2 | < 0.1% |
| 331.5 | 3 | < 0.1% |
| stay_id | charttime | total_protein | calcium | creatinine | glucose | sodium | chloride | heart_rate | sbp | dbp | mbp | resp_rate | temperature | hemoglobin | wbc | alt | ast | alp | bilirubin_total | bilirubin_direct | bilirubin_indirect | ph | lactate | pt | urineoutput | sofa_respiration | sofa_coagulation | sofa_liver | sofa_cardiovascular | sofa_cns | sofa_renal | icu_intime | vent_start | vent_end | vent_duration | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 35715575 | 2148-12-27 18:15:00.000 | NaN | 8.5 | 0.9 | 137.0 | 138.0 | 104.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2149-01-01 16:50:07.000 | 1/3/49 18:00 | 1/3/49 20:00 | 2.0 |
| 1 | 35715575 | 2148-12-24 16:25:00.000 | NaN | 8.0 | 0.6 | 92.0 | 139.0 | 107.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2149-01-01 16:50:07.000 | 1/3/49 18:00 | 1/3/49 20:00 | 2.0 |
| 2 | 35715575 | 2148-12-25 09:12:00.000 | NaN | 7.5 | 0.7 | 139.0 | 137.0 | 107.0 | NaN | NaN | NaN | NaN | NaN | NaN | 9.8 | NaN | 70.0 | 91.0 | 245.0 | 0.6 | NaN | NaN | NaN | NaN | 14.7 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2149-01-01 16:50:07.000 | 1/3/49 18:00 | 1/3/49 20:00 | 2.0 |
| 3 | 35715575 | 2149-01-01 17:37:00.000 | NaN | 6.9 | 2.7 | 119.0 | 137.0 | 104.0 | NaN | NaN | NaN | NaN | NaN | NaN | 7.7 | 0.2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2149-01-01 16:50:07.000 | 1/3/49 18:00 | 1/3/49 20:00 | 2.0 |
| 4 | 35715575 | 2148-12-27 08:40:00.000 | NaN | 8.4 | 0.8 | 180.0 | 138.0 | 104.0 | NaN | NaN | NaN | NaN | NaN | NaN | 10.2 | 0.1 | 48.0 | 79.0 | 208.0 | 1.4 | 0.2 | 1.2 | NaN | NaN | 18.2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2149-01-01 16:50:07.000 | 1/3/49 18:00 | 1/3/49 20:00 | 2.0 |
| 5 | 35715575 | 2148-12-26 05:15:00.000 | NaN | 7.3 | 0.7 | 155.0 | 141.0 | 107.0 | NaN | NaN | NaN | NaN | NaN | NaN | 8.3 | 0.1 | 53.0 | 69.0 | 202.0 | 0.6 | NaN | NaN | NaN | NaN | 16.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2149-01-01 16:50:07.000 | 1/3/49 18:00 | 1/3/49 20:00 | 2.0 |
| 6 | 35715575 | 2148-12-26 19:00:00.000 | NaN | 7.6 | 0.7 | 112.0 | 140.0 | 106.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2149-01-01 16:50:07.000 | 1/3/49 18:00 | 1/3/49 20:00 | 2.0 |
| 7 | 35715575 | 2149-01-01 19:07:00.000 | NaN | 6.8 | 2.7 | 124.0 | 136.0 | 102.0 | NaN | NaN | NaN | NaN | NaN | NaN | 7.8 | 0.1 | 20.0 | 59.0 | 115.0 | 0.8 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2149-01-01 16:50:07.000 | 1/3/49 18:00 | 1/3/49 20:00 | 2.0 |
| 8 | 35715575 | 2148-12-30 03:01:00.000 | NaN | 7.7 | 0.9 | 86.0 | 139.0 | 109.0 | NaN | NaN | NaN | NaN | NaN | NaN | 9.5 | NaN | 29.0 | 65.0 | 172.0 | 0.8 | NaN | NaN | NaN | NaN | 16.8 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2149-01-01 16:50:07.000 | 1/3/49 18:00 | 1/3/49 20:00 | 2.0 |
| 9 | 35715575 | 2148-12-25 15:45:00.000 | NaN | 7.9 | 0.7 | 95.0 | 140.0 | 108.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2149-01-01 16:50:07.000 | 1/3/49 18:00 | 1/3/49 20:00 | 2.0 |
| stay_id | charttime | total_protein | calcium | creatinine | glucose | sodium | chloride | heart_rate | sbp | dbp | mbp | resp_rate | temperature | hemoglobin | wbc | alt | ast | alp | bilirubin_total | bilirubin_direct | bilirubin_indirect | ph | lactate | pt | urineoutput | sofa_respiration | sofa_coagulation | sofa_liver | sofa_cardiovascular | sofa_cns | sofa_renal | icu_intime | vent_start | vent_end | vent_duration | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7014 | 32620232 | 2132-05-31 01:30:00.000 | NaN | 9.0 | 0.8 | 232.0 | 137.0 | 101.0 | NaN | NaN | NaN | NaN | NaN | NaN | 13.4 | 13.7 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 12.4 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2132-05-30 19:27:38.000 | 5/31/32 21:30 | 6/3/32 4:00 | 54.500000 |
| 7015 | 36762210 | 2169-11-06 03:30:00.000 | NaN | 8.9 | 0.9 | 98.0 | 131.0 | 100.0 | NaN | NaN | NaN | NaN | NaN | NaN | 11.0 | 7.6 | 10.0 | 16.0 | 66.0 | 0.4 | 0.2 | 0.2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2169-11-05 22:41:00.000 | 11/6/69 15:00 | 11/7/69 3:00 | 12.000000 |
| 7016 | 31783997 | 2199-07-16 02:44:00.000 | NaN | 7.3 | 1.9 | 344.0 | 135.0 | 111.0 | NaN | NaN | NaN | NaN | NaN | NaN | 7.5 | 19.0 | 18.0 | 32.0 | 56.0 | 0.2 | NaN | NaN | NaN | NaN | 13.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2199-07-15 22:26:00.000 | 7/16/99 14:00 | 7/19/99 3:00 | 61.000000 |
| 7017 | 31126544 | 2145-06-23 05:05:00.000 | NaN | 7.6 | 1.6 | 69.0 | 137.0 | 98.0 | NaN | NaN | NaN | NaN | NaN | NaN | 12.7 | 19.3 | 47.0 | 200.0 | 102.0 | 3.0 | NaN | NaN | NaN | NaN | 16.3 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2145-06-22 21:20:00.000 | 6/23/45 22:00 | 6/24/45 9:00 | 11.000000 |
| 7018 | 35414722 | 2143-11-08 08:27:00.000 | 5.4 | 8.4 | 0.6 | 108.0 | 138.0 | 101.0 | NaN | NaN | NaN | NaN | NaN | NaN | 12.6 | 6.4 | 22.0 | 19.0 | 52.0 | 0.7 | 0.3 | 0.4 | NaN | NaN | 13.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2143-11-08 06:58:00.000 | 11/10/43 5:30 | 11/11/43 11:00 | 29.500000 |
| 7019 | 38307084 | 2153-12-18 22:50:00.000 | NaN | 10.1 | 0.9 | 140.0 | 136.0 | 99.0 | NaN | NaN | NaN | NaN | NaN | NaN | 15.7 | 7.1 | 24.0 | 18.0 | 57.0 | 0.8 | NaN | NaN | NaN | NaN | 12.1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2153-12-19 02:35:00.000 | 12/20/53 5:04 | 12/21/53 6:00 | 24.933333 |
| 7020 | 39929091 | 2170-10-18 15:42:00.000 | NaN | NaN | 0.7 | 93.0 | 141.0 | 102.0 | NaN | NaN | NaN | NaN | NaN | NaN | 11.0 | 6.6 | 8.0 | 12.0 | 71.0 | 0.4 | NaN | NaN | NaN | NaN | 11.2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2170-10-18 15:21:13.000 | 10/19/70 16:33 | 10/20/70 0:00 | 7.450000 |
| 7021 | 37863848 | 2147-09-20 03:57:00.000 | NaN | 8.5 | 1.0 | 104.0 | 141.0 | 102.0 | NaN | NaN | NaN | NaN | NaN | NaN | 11.4 | 13.8 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 15.3 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2147-09-19 19:20:00.000 | 9/20/47 19:00 | 9/25/47 8:00 | 109.000000 |
| 7022 | 33018891 | 2180-08-18 02:31:00.000 | NaN | 9.0 | 1.2 | 111.0 | 135.0 | 98.0 | NaN | NaN | NaN | NaN | NaN | NaN | 8.7 | 17.8 | 58.0 | 31.0 | 92.0 | 0.4 | NaN | NaN | NaN | NaN | 15.6 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2180-08-18 00:52:00.000 | 8/18/80 18:00 | 8/19/80 12:00 | 18.000000 |
| 7023 | 36429419 | 2115-03-31 04:55:00.000 | NaN | 8.8 | 7.3 | 88.0 | 138.0 | 100.0 | NaN | NaN | NaN | NaN | NaN | NaN | 9.0 | 20.0 | 14.0 | 17.0 | 77.0 | 0.4 | NaN | NaN | NaN | NaN | 12.8 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2115-03-30 21:52:00.000 | 3/31/15 16:00 | 4/2/15 14:00 | 46.000000 |